Ten questions concerning data-driven modelling and forecasting of operational energy demand at building and urban scale

Building and Environment, Год журнала: 2023, Номер 239, С. 110407 - 110407

Опубликована: Май 11, 2023

Язык: Английский

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Demand Side Management in Industrial, Commercial, and Residential Sectors: A Review of Constraints and Considerations

Energies, Год журнала: 2023, Номер 16(13), С. 5155 - 5155

Опубликована: Июль 4, 2023

Demand Side Management (DSM) is a cost-effective approach to managing electricity networks, aimed at reducing capacity requirements and costs, increasing the penetration of renewable generation, power system emissions. This review article explores distinctive characteristics demand in industrial, commercial, residential sectors, their relationship successful implementation DSM. The constraints considerations for DSM are characterized as technical, economic, behavioral factors, such process requirements, business operation constraints, consumer decisions, respectively. By considering all three types factors impacts each sector, this contributes novel insights that can inform future industrial commercial sectors found be primarily constrained by technical considerations, while sector also subject economic constraints. Conversely, human behavior outcomes, highly variable, largest contributor peak demand. identifies sector-specific opportunities enhance uptake. Industrial uptake will benefit from technological improvements; enhanced incentivization; improved understanding interactions between behavior, energy use. Finally, investigates models concludes agent-based best suited integrating these into models, thereby driving DSM, particularly important sector.

Язык: Английский

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Power to heat: Opportunity of flexibility services provided by building energy systems

Advances in Applied Energy, Год журнала: 2023, Номер 11, С. 100149 - 100149

Опубликована: Июль 9, 2023

Buildings play a crucial role in global electricity consumption, but their function is evolving. Rather than merely consuming energy, buildings have the potential to become energy producers through participating flexibility services, which involve demand response and distributed supplies. However, new technological societal challenges that arise from temporal spatial changes on both supply sides make building services increasingly complex. This paper presents an opportunity for offered by systems via power-to-heat technology discusses four key aspects: quantitative indicators based thermal inertia, model predictive control flexibility, flexible system optimization smart buildings, applications of services. Thermal inertia factor transcends technical constraints serves as bridge between sides. Demand-side data-driven cogeneration under are essential managing flexibility. In addition, achieved combination demand-side trading disturbed optimization. Applications represent fields engineering sociology. Finally, explores challenges, well models technologies, including features can facilitate automated operational decision-making

Язык: Английский

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Optimal sizing and techno-economic analysis of the hybrid PV-battery-cooling storage system for commercial buildings in China

Applied Energy, Год журнала: 2023, Номер 355, С. 122231 - 122231

Опубликована: Ноя. 21, 2023

Язык: Английский

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Flexibility: Literature review on concepts, modeling, and provision method in smart grid

Sustainable Energy Grids and Networks, Год журнала: 2023, Номер 35, С. 101113 - 101113

Опубликована: Июль 28, 2023

Язык: Английский

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